Pith Number

pith:XF33626M

pith:2021:XF33626MYQLHEUDN2QPFUMFQB2

not attested not anchored not stored refs pending

Fast TreeSHAP: Accelerating SHAP Value Computation for Trees

Jilei Yang

arxiv:2109.09847 v3 · 2021-09-20 · cs.LG · stat.ML

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\usepackage{pith}
\pithnumber{XF33626MYQLHEUDN2QPFUMFQB2}

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Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

5 papers in Pith

From Decision Trees to Boolean Logic: A Fast and Unified SHAP Algorithm

Budget-Efficient Automatic Algorithm Design via Code Graph

Rethinking XAI Evaluation: A Human-Centered Audit of Shapley Benchmarks in High-Stakes Settings

QuadraSHAP: Stable and Scalable Shapley Values for Product Games via Gauss-Legendre Quadrature

WOODELF-HD: Efficient Background SHAP for High-Depth Decision Trees

Receipt and verification

First computed	2026-07-05T04:43:57.764257Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b977bf6bccc41672506dd41e5a30b00ea041904bf631c6118f4e96e7433dca8f

Aliases

arxiv: 2109.09847 · arxiv_version: 2109.09847v3 · doi: 10.48550/arxiv.2109.09847 · pith_short_12: XF33626MYQLH · pith_short_16: XF33626MYQLHEUDN · pith_short_8: XF33626M

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/XF33626MYQLHEUDN2QPFUMFQB2 \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: b977bf6bccc41672506dd41e5a30b00ea041904bf631c6118f4e96e7433dca8f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dfb87d7823d1f4ef9d883326d065c4b24f6e9c8e385c433f7b795434b1dee470",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-09-20T21:13:23Z",
    "title_canon_sha256": "03641395df9b3eb61842d911e865710be8d3e56c817dd368a338c3c3a02bdb32"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2109.09847",
    "kind": "arxiv",
    "version": 3
  }
}